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    Date Issued2016 (1)2014 (3)2013 (1)Author
    Kaplan, Noam (5)
    Dekker, Job (4)Lajoie, Bryan R. (2)Attia, Mikael (1)Beh, Leslie Y. (1)View MoreUMass Chan AffiliationDepartment of Biochemistry and Molecular Pharmacology (4)Program in Systems Biology (4)Document TypeJournal Article (3)Poster Abstract (1)Preprint (1)KeywordComputational Biology (4)Systems Biology (4)Genomics (2)Molecular Biology (2)Structural Biology (2)View MoreJournalbioRxiv (1)Methods (San Diego, Calif.) (1)Nature (1)Nature biotechnology (1)

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    Structural organization of the inactive X chromosome in the mouse

    Giorgetti, Luca; Lajoie, Bryan R.; Carter, Ava C.; Attia, Mikael; Zhan, Ye; Xu, Jin; Chen, Chong Jian; Kaplan, Noam; Chang, Howard Y.; Heard, Edith; et al. (Nature Publishing Group, 2016-07-18)
    X-chromosome inactivation (XCI) involves major reorganization of the X chromosome as it becomes silent and heterochromatic. During female mammalian development, XCI is triggered by upregulation of the non-coding Xist RNA from one of the two X chromosomes. Xist coats the chromosome in cis and induces silencing of almost all genes via its A-repeat region, although some genes (constitutive escapees) avoid silencing in most cell types, and others (facultative escapees) escape XCI only in specific contexts. A role for Xist in organizing the inactive X (Xi) chromosome has been proposed. Recent chromosome conformation capture approaches have revealed global loss of local structure on the Xi chromosome and formation of large mega-domains, separated by a region containing the DXZ4 macrosatellite. However, the molecular architecture of the Xi chromosome, in both the silent and expressed regions, remains unclear. Here we investigate the structure, chromatin accessibility and expression status of the mouse Xi chromosome in highly polymorphic clonal neural progenitors (NPCs) and embryonic stem cells. We demonstrate a crucial role for Xist and the DXZ4-containing boundary in shaping Xi chromosome structure using allele-specific genome-wide chromosome conformation capture (Hi-C) analysis, an assay for transposase-accessible chromatin with high throughput sequencing (ATAC-seq) and RNA sequencing. Deletion of the boundary disrupts mega-domain formation, and induction of Xist RNA initiates formation of the boundary and the loss of DNA accessibility. We also show that in NPCs, the Xi chromosome lacks active/inactive compartments and topologically associating domains (TADs), except around genes that escape XCI. Escapee gene clusters display TAD-like structures and retain DNA accessibility at promoter-proximal and CTCF-binding sites. Furthermore, altered patterns of facultative escape genes in different neural progenitor clones are associated with the presence of different TAD-like structures after XCI. These findings suggest a key role for transcription and CTCF in the formation of TADs in the context of the Xi chromosome in neural progenitors.
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    DNA-guided establishment of canonical nucleosome patterns in a eukaryotic genome [preprint]

    Beh, Leslie Y.; Kaplan, Noam; Muller, Manuel M.; Muir, Tom W.; Landweber, Laura F. (2014-12-26)
    A conserved hallmark of eukaryotic chromatin architecture is the distinctive array of well-positioned nucleosomes downstream of transcription start sites (TSS). Recent studies indicate that trans-acting factors establish this stereotypical array. Here, we present the first genome-wide in vitro and in vivo nucleosome maps for the ciliate Tetrahymena thermophila. In contrast with previous studies in yeast, we find that the stereotypical nucleosome array is preserved in the in vitro reconstituted map, which is governed only by the DNA sequence preferences of nucleosomes. Remarkably, this average in vitro pattern arises from the presence of subsets of nucleosomes, rather than the whole array, in individual Tetrahymena genes. Variation in GC content contributes to the positioning of these sequence-directed nucleosomes, and affects codon usage and amino acid composition in genes. We propose that these ‘seed’ nucleosomes may aid the AT-rich Tetrahymena genome – which is intrinsically unfavorable for nucleosome formation – in establishing nucleosome arrays in vivo in concert with trans-acting factors, while minimizing changes to the coding sequences they are embedded within.
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    The Hitchhiker's guide to Hi-C analysis: Practical guidelines

    Lajoie, Bryan R.; Dekker, Job; Kaplan, Noam (2014-11-06)
    Over the last decade, development and application of a set of molecular genomic approaches based on the chromosome conformation capture method (3C), combined with increasingly powerful imaging approaches, have enabled high resolution and genome-wide analysis of the spatial organization of chromosomes. The aim of this paper is to provide guidelines for analyzing and interpreting data obtained with genome-wide 3C methods such as Hi-C and 3C-seq that rely on deep sequencing to detect and quantify pairwise chromatin interactions.
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    High-throughput Genome Scaffolding from in vivo DNA Interaction Frequency

    Kaplan, Noam; Dekker, Job (2014-05-20)
    Despite the advancement of DNA-sequencing technology, assembly of complex genomes remains a major challenge. Surprisingly, the quality of published assemblies of complex genomes has in fact decreased, due to the discrepancy between the rate of advancement of short read sequencing and that of scaffolding technology. Short read sequencing typically yields accurate, but disconnected, contigs. However, high-throughput scaffolding of contigs into chromosomes, based on long-insert paired-end read libraries, is a difficult task and yields highly fragmented genomes. Further scaffolding, which is required to improve the degree of completion of genome sequences, typically relies on laborious or low-throughput methods. We have developed a novel sequencing-based high-throughput approach to genome assembly, based on the notion that loci that are near each other in the genomic sequence have a high probability of interacting with each other. Using probabilistic models, we demonstrate that genome-wide in vivo chromatin interaction frequency measurements, easily measurable with 3C-based experiments, can be used as genomic distance proxies to accurately detect the position of individual contigs over large distances without requiring any sequence overlap. Furthermore, we demonstrate our approach can karyotype and scaffold an entire genome de novo. Applying our approach to incomplete regions of the human genome, we predict the positions of 65 previously unplaced contigs, in agreement with alternative methods in 26/31 cases attempted in common. Our approach can theoretically bridge any gap size, is simple, robust, scalable and applicable to any species.
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    High-throughput genome scaffolding from in vivo DNA interaction frequency

    Kaplan, Noam; Dekker, Job (2013-11-24)
    Despite advances in DNA sequencing technology, assembly of complex genomes remains a major challenge, particularly for genomes sequenced using short reads, which yield highly fragmented assemblies. Here we show that genome-wide in vivo chromatin interaction frequency data, which are measurable with chromosome conformation capture-based experiments, can be used as genomic distance proxies to accurately position individual contigs without requiring any sequence overlap. We also use these data to construct approximate genome scaffolds de novo. Applying our approach to incomplete regions of the human genome, we predict the positions of 65 previously unplaced contigs, in agreement with alternative methods in 26/31 cases attempted in common. Our approach can theoretically bridge any gap size and should be applicable to any species for which global chromatin interaction data can be generated.
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